Multi-robot Systems Group UAV system

The Multi-robot Systems Group is a robotics lab at the Czech Technical University in Prague. We mostly work with multi-rotor helicopters, and for them specifically, we develop this control, estimation, and simulation platform. We think that real-world and replicable experiments should support excellent research and science in robotics. Thus our platform is built to allow safe verification of approaches in planning, control, estimation, computer vision, tracking, and more.

Build Status

Component	18.04	20.04
mrs_uav_system
uav_core
simulation
linux-setup

System properties

The platform is

built using Robot Operating System (Melodic, Noetic),
meant to be executed entirely onboard,
can be deployed on any multi-rotor vehicle, given it is equipped with a PX4-compatible flight controller,
for both indoor and outdoor,
supports multi-robot experiments using Nimbro network communication.
provides both: agile flying and robust control.

Documentation

The primary source of documentation is here: https://ctu-mrs.github.io/. However, the website only scratches a surface of what it should contain (and we know it). Our system is a research-oriented platform, and it evolves rapidly. Most of our users are either researchers (who already know the platform) or freshmen students (who might not know ROS at all). Maintaining up-to-date documentation for such an audience is hard work, since we mostly spend our time developing the system while using it for our research. So instead, we aim at educating our students to look around the packages (each contains its own README), explore the launch files and be able to read the code, which we strive to keep readable.

The system follows a description presented in the article doi.org/10.1007/s10846-021-01383-5, pdf:

Baca, T., Petrlik, M., Vrba, M., Spurny, V., Penicka, R., Hert, D., and Saska, M.,
"The MRS UAV System: Pushing the Frontiers of Reproducible Research, Real-world Deployment, and
Education with Autonomous Unmanned Aerial Vehicles", J Intell Robot Syst 102, 26 (2021).

Unmanned Aerial Vehicles

The MRS UAV system is currently pre-configured for the following UAV platforms, operated by the MRS. The platforms are order by the size / payload capacity.

Model	Simulation	Real UAV
DJI f330
DJI f450
Holybro x500
DJI f550
Tarot t650

Related packages

The following packages are not necessarily part of our automated installation. Therefore, you might need to clone them by yorself and place in your ROS workspace. Some of those are forks of third party repositories.

Package	Description	18.04	20.04
MRS Gazebo Extra Resources	MRS System-depended optional plugins and resources
Example ROS packages	MRS ROS examples
Nimbro network	ROS communication layer for multiple independent machines
MRS optic flow	GPU-accelerated optic flow alorithm for UAV odometry
Hector SLAM	2D Laser-based LIDAR SLAM, how to
Hector SLAM - MRS fork	+ Nodeleted, how to
MRS Serial	serial line interface to ROS, communicates using the BACA protocol
UVDAR	mutual localization of UAVs using Ultra-Violet LED blinkers
UVDAR gazebo plugin	Gazebo plugin for UVDAR
trajectory loader	Loading UAV trajectories from CSV files
Bluefox2	MV Bluefox2 driver, MRS fork
Object detection	Object detection by color segmentation
MRS utils	Development utils
OctomapTools	Octomap visualization and manipulation
MBZIRC 2020 - Wall Building	System for automatic wall-building for MBZIRC 2020
Summer School 2019	Summer School 2019 task - MTSP planning
Summer School 2020	Summer School 2020 task - UVDAR leader-follower

Backwards compatibility and updates

We do not guarantee backwards compatibility at any time. The platform is evolving according to the needs of the MRS group. Updates can be made that are not going to be compatible with users local configs, simulation worlds, tmux sessions, etc. However, when we change something which requires user action to maintain compatibility, we will create an issue in this repository labelled users-read-me. Subscribe to this repository updates and issues by clicking the Watch button in the top-right corner of this page. Recent changes requiring user action:

December 25, 2020: Updated controller interface, updated thrust curve parametrization
December 15, 2020: Rework of simulation UAV spawning mechanism, Noetic update
November 12, 2020: GPS coordinates within Gazebo world need changing
November 12, 2020: Rangefinder fusion needs enabling in simulation sessions

Installation

Following options are provided, depending on who you are and what you want to do with the platform. Beware, installing the system into a virtual machine may not be a good idea for you, unless you have a very powerfull computer. Real-time simulations in Gazebo perform very poorly in virtual machines.

"I have fresh Ubuntu install and want it quick and easy"

In this case we provide installation scripts that set everything up for you. Our automated installation will:

install Robot Operating System (ROS),
install other dependencies such git, gitman,
clone uav_core, simulation, example_ros_packages into ~/git,
install more dependencies such as tmux and tmuxinator
create our ros workspace in ~/mrs_workspace for the uav_core and simulation,
create a ros workspace in ~/workspace for examples,
link our packages to the workspaces,
compile the workspaces,
added configuration lines into your ~/.bashrc.

To start the automatic installation, please paste the following code into your terminal and press enter. You might be prompted a few times to confirm something by pressing enter:

cd /tmp
echo '
GIT_PATH=~/git
mkdir -p $GIT_PATH
cd $GIT_PATH
sudo apt-get -y install git
git clone https://github.com/ctu-mrs/mrs_uav_system
cd mrs_uav_system
git checkout master
git pull
./install.sh -g $GIT_PATH
source ~/.bashrc' > clone.sh && source clone.sh

"I already have ROS and just want to peek in"

If you already have ROS installed and if you are fluent with workspaces, .bashrc, catkin tools, etc., feel free to clone our repositories individually. The uav_core repository integrates our UAV control system. Please follow its README for further instructions on how to install its particular dependencies.

The simulation repository provides resources for Gazebo/ROS simulation, including px4 Simulation-in-the-Loop (SITL), UAV models and useful sensor plugins. Please follow its README for further instructions on how to install prerequisities.

"I want the Linux environment people from MRS works with"

Great! In that case you want to install Tomas's Linux-setup. Beware! This might alter your existing configuration of some Linux tools (Vim, Tmux, i3wm, ranger, ...). Refer to its README, for more information. Installation is not obligatory and the MRS UAV system will work without it.

Paste following code into your terminal and press enter

cd /tmp
echo "mkdir -p ~/git
cd ~/git
sudo apt-get -y install git
git clone https://github.com/klaxalk/linux-setup
cd linux-setup
./install.sh" > run.sh && source run.sh

For help with using the system, you can also refer to the MRS Cheatsheet.

Running the simulation

If you have successfully installed the system, you can continue with starting the simulation.

asimonov/mrs_uav_system